Triple

T15910351
Position Surface form Disambiguated ID Type / Status
Subject Kaplan University E385831 entity
Predicate predecessor P97 FINISHED
Object American Institute of Commerce
The American Institute of Commerce was a for-profit business college that later evolved into what became Kaplan University.
E1183768 NE FINISHED

How this triple was built (4 steps)

Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.

NER Named-entity recognition gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: American Institute of Commerce | Statement: [Kaplan University, predecessor, American Institute of Commerce]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: American Institute of Commerce
Context triple: [Kaplan University, predecessor, American Institute of Commerce]
  • A. Institute of International Business
    The Institute of International Business is an academic unit of the University of Gdańsk specializing in education and research on global economics, international trade, and business.
  • B. Chamber of Commerce of the United States of America
    The Chamber of Commerce of the United States of America is a major business federation representing the interests of millions of American companies in policy advocacy, lobbying, and legal actions at the federal and state levels.
  • C. American Enterprise Institute
    The American Enterprise Institute is a conservative public policy think tank based in Washington, D.C., known for its influence on U.S. economic, foreign, and social policy debates.
  • D. Committee for Economic Development
    The Committee for Economic Development is a governmental body in Guernsey responsible for shaping and promoting the island’s economic policy, business growth, and commercial development.
  • E. National Foreign Trade Council
    The National Foreign Trade Council is a U.S.-based business association that advocates for open international trade and investment policies on behalf of multinational companies.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg Description generation gpt-5.1
Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: American Institute of Commerce
Triple: [Kaplan University, predecessor, American Institute of Commerce]
Generated description
The American Institute of Commerce was a for-profit business college that later evolved into what became Kaplan University.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: American Institute of Commerce
Target entity description: The American Institute of Commerce was a for-profit business college that later evolved into what became Kaplan University.
  • A. Institute of International Business
    The Institute of International Business is an academic unit of the University of Gdańsk specializing in education and research on global economics, international trade, and business.
  • B. Chamber of Commerce of the United States of America
    The Chamber of Commerce of the United States of America is a major business federation representing the interests of millions of American companies in policy advocacy, lobbying, and legal actions at the federal and state levels.
  • C. American Enterprise Institute
    The American Enterprise Institute is a conservative public policy think tank based in Washington, D.C., known for its influence on U.S. economic, foreign, and social policy debates.
  • D. Committee for Economic Development
    The Committee for Economic Development is a governmental body in Guernsey responsible for shaping and promoting the island’s economic policy, business growth, and commercial development.
  • E. National Foreign Trade Council
    The National Foreign Trade Council is a U.S.-based business association that advocates for open international trade and investment policies on behalf of multinational companies.
  • F. None of above. chosen

Provenance (5 batches)

The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.

Step Stage Batch ID Status When
creating Elicitation batch_69d86da686e4819097cbf3b1fc2d881d completed April 10, 2026, 3:25 a.m.
NER Named-entity recognition batch_69e1565ea7a8819097efffda366b5245 completed April 16, 2026, 9:36 p.m.
NED1 Entity disambiguation (via context triple) batch_69ffb05750ac81908860143f4ca26cc7 completed May 9, 2026, 10:08 p.m.
NEDg Description generation batch_69ffb110a5b88190904f763057e8eb1e completed May 9, 2026, 10:11 p.m.
NED2 Entity disambiguation (via description) batch_69ffb1a5e9b88190b790c81b9500c2ac completed May 9, 2026, 10:13 p.m.
Created at: April 10, 2026, 4:52 a.m.